PathEdEx – Uncovering High-explanatory Visual Diagnostics Heuristics Using Digital Pathology and Multiscale Gaze Data

Shin, 2012, A pathologist-in-the-loop IHC antibody test selection using the entropy-based probabilistic method, J Pathol Inform, 3, 1, 10.4103/2153-3539.93393

Higgins, 2008, Application of immunohistochemistry in the diagnosis of non-Hodgkin and Hodgkin lymphoma, Arch Pathol Lab Med, 132, 441, 10.5858/2008-132-441-AOIITD

Tenenbaum, 2016, An informatics research agenda to support precision medicine: Seven key areas, J Am Med Inform Assoc, 23, 791, 10.1093/jamia/ocv213

Pantanowitz, 2010, Digital images and the future of digital pathology, J Pathol Inform, 1, 10.4103/2153-3539.68332

Chen, 2014, Histological quantitation of brain injury using whole slide imaging: A pilot validation study in mice, PLoS One, 9

Reder, 2016, NDER: A novel web application using annotated whole slide images for rapid improvements in human pattern recognition, J Pathol Inform, 7, 31, 10.4103/2153-3539.186913

Mercan, 2016, Localization of diagnostically relevant regions of interest in whole slide images: A comparative study, J Digit Imaging, 29, 496, 10.1007/s10278-016-9873-1

Mercan, 2016, Multi-instance multi-label learning for whole slide breast histopathology, 979108

Roa-Peña, 2010, An experimental study of pathologist’s navigation patterns in virtual microscopy, Diagn Pathol, 5, 71, 10.1186/1746-1596-5-71

Brunyé, 2014, Eye movements as an index of pathologist visual expertise: A pilot study, PLoS One, 9, 10.1371/journal.pone.0103447

Raghunath, 2012, Mouse cursor movement and eye tracking data as an indicator of pathologists’ attention when viewing digital whole slide images, J Pathol Inform, 3, 43, 10.4103/2153-3539.104905

Jaarsma, 2015, Expertise in clinical pathology: Combining the visual and cognitive perspective, Adv Health Sci Educ Theory Pract, 20, 1089, 10.1007/s10459-015-9589-x

Agrawal, 1993, Vol. 22, 207

2007

Markov, 1971, Extension of the limit theorems of probability theory to a sum of variables connected in a chain, 552

Metropolis, 1953, Equation of state calculations by fast computing machines, J Chem Phys, 21, 1087, 10.1063/1.1699114

Robert, 2011, Vol. 26, 102

Otto

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Contributors

Pillay

Aperio

Cupitt

Vicknair, 2010, 1

Han, 2010, 866

Alzubaidi

Findlay, 2008, 240

Treanor, 2009, Tracking with virtual slides: A tool to study diagnostic error in histopathology, Histopathology, 55, 37, 10.1111/j.1365-2559.2009.03325.x

Baum, 1966, Statistical Inference for Probabilistic Functions of Finite State Markov Chains, The Annals of Mathematical Statistics, 10.1214/aoms/1177699147